Machine-Learning-Base-Projects
Machine Learning Base Projects
sklearn models:
Regression
ARDRegression
AdaBoostRegressor
BaggingRegressor
BayesianRidge
CCA
DecisionTreeRegressor
DummyRegressor
ElasticNet
ElasticNetCV
ExtraTreeRegressor
ExtraTreesRegressor
GammaRegressor
GaussianProcessRegressor
GradientBoostingRegressor
HistGradientBoostingRegressor
HuberRegressor
IsotonicRegression
KNeighborsRegressor
KernelRidge
Lars
LarsCV
Lasso
LassoCV
LassoLars
LassoLarsCV
LassoLarsIC
LinearRegression
LinearSVR
MLPRegressor
MultiOutputRegressor
MultiTaskElasticNet
MultiTaskElasticNetCV
MultiTaskLasso
MultiTaskLassoCV
NuSVR
OrthogonalMatchingPursuit
OrthogonalMatchingPursuitCV
PLSCanonical
PLSRegression
PassiveAggressiveRegressor
PoissonRegressor
QuantileRegressor
RANSACRegressor
RadiusNeighborsRegressor
RandomForestRegressor
RegressorChain
Ridge
RidgeCV
SGDRegressor
SVR
StackingRegressor
TheilSenRegressor
TransformedTargetRegressor
TweedieRegressor
VotingRegressor
Classification
AdaBoostClassifier
BaggingClassifier
BernoulliNB
CalibratedClassifierCV
CategoricalNB
ClassifierChain
ComplementNB
DecisionTreeClassifier
DummyClassifier
ExtraTreeClassifier
ExtraTreesClassifier
GaussianNB
GaussianProcessClassifier
GradientBoostingClassifier
HistGradientBoostingClassifier
KNeighborsClassifier
LabelPropagation
LabelSpreading
LinearDiscriminantAnalysis
LinearSVC
LogisticRegression
LogisticRegressionCV
MLPClassifier
MultiOutputClassifier
MultinomialNB
NearestCentroid
NuSVC
OneVsOneClassifier
OneVsRestClassifier
OutputCodeClassifier
PassiveAggressiveClassifier
Perceptron
QuadraticDiscriminantAnalysis
RadiusNeighborsClassifier
RandomForestClassifier
RidgeClassifier
RidgeClassifierCV
SGDClassifier
SVC
StackingClassifier
VotingClassifier
Clustering
AffinityPropagation
AgglomerativeClustering
Birch
DBSCAN
FeatureAgglomeration
KMeans
MeanShift
MiniBatchKMeans
OPTICS
SpectralClustering